IS WORK OVER?

Automation index

How much of a Rheumatologist’s job can AI already do?

A serology and a DAS28 come earlier. Starting the biologic and not leaving the patient stiff do not.

This percentage does not predict how many people will lose their jobs.

Task comparison

Rheumatologist

Where the time goes

Task weights are our estimates based on O*NET frequency data, not time shares published by O*NET.

The time saving for each task is estimated separately.

TaskShareAIPoints
Read serologies, rheumatoid factor and imaging.
Estimate

No public source provides a precise figure. This is our estimate.

16%48%+7.7
Examine joints and call the flare.
Estimate

No public source provides a precise figure. This is our estimate.

18%18%+3.2
Biologics, steroids and methotrexate.
Estimate

No public source provides a precise figure. This is our estimate.

16%28%+4.5
Inject, educate and watch side effects.
Estimate

No public source provides a precise figure. This is our estimate.

16%22%+3.5
A long clinic, pain you cannot see, and the wait.
Estimate

No public source provides a precise figure. This is our estimate.

18%14%+2.5
Board, pharmacy and owning the immunosuppressant.
Estimate

No public source provides a precise figure. This is our estimate.

16%12%+1.9
Total100%23%

Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low

Skills and activities

  • treat arthritis
  • prescribe biologics
  • examine joints
  • inject joints
  • read serologies
  • DAS28
  • rheumatology clinic
  • methotrexate

Sources for this job· O*NET 29-1229.00· ESCO/ISCO 2212

Flight dispatcher

Where the time goes

Task weights are our estimates based on O*NET frequency data, not time shares published by O*NET.

The time saving for each task is estimated separately.

TaskShareAIPoints
Plan, NOTAM, METAR and the fuel.
Estimate

No public source provides a precise figure. This is our estimate.

18%52%+9.4
Slot, alternates and weight.
Estimate

No public source provides a precise figure. This is our estimate.

16%40%+6.4
The crew, the change and the late aircraft.
Estimate

No public source provides a precise figure. This is our estimate.

16%22%+3.5
MEL, restrictions and the go or no-go.
Estimate

No public source provides a precise figure. This is our estimate.

16%28%+4.5
The storm, the diversion and recalculating in time.
Estimate

No public source provides a precise figure. This is our estimate.

18%14%+2.5
Not leaving it short, and signing the release.
Estimate

No public source provides a precise figure. This is our estimate.

16%12%+1.9
Total100%28%

Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low

Skills and activities

  • flight plans
  • NOTAM
  • METAR
  • fuel calc
  • slots
  • MEL
  • alternates
  • operational release

Sources for this job· O*NET 53-2022.00· ESCO/ISCO 3154

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